| . Unified theories of cognition. Cambridge, MA: Harvard University Press, 1990. |
....Science Carnegie Mellon University Tom.Mitchell cmu.edu ICCS 99 May 1999 1 Introduction Most computational models of supervised learning rely only on labeled training examples, and ignore the possible role of unlabeled data. This is true both for cognitive science models of learning such as SOAR [Newell 1990] and ACT R [Anderson, et al. 1995] and for machine learning and data mining algorithms such as decision tree learning and inductive logic programming (see, e.g. Mitchell 1997] In this paper we consider the potential role of unlabeled data in supervised learning. We present an algorithm and ....
. Unified theories of cognition. Cambridge, MA: Harvard University Press, 1990.
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Journal of Experimental and Theoretical Artificial Intelligence, 2, 215--239. Fodor, J. A. (1975). The language of thought. Cambridge, MA: Harvard University Press.
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Proceedings of the International Conference on the Learning Sciences (pp.113-120). Charlottesville, VA: AACE. Anderson, J. R. (1983). The Architecture of Cognition. Cambridge, MA: Harvard University Press.
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